A comprehensive survey on techniques to handle face identity threats: challenges and opportunities

MK Rusia, DK Singh - Multimedia Tools and Applications, 2023 - Springer
The human face is considered the prime entity in recognizing a person's identity in our
society. Henceforth, the importance of face recognition systems is growing higher for many …

A survey on anti-spoofing methods for facial recognition with rgb cameras of generic consumer devices

Z Ming, M Visani, MM Luqman, JC Burie - Journal of imaging, 2020 - mdpi.com
The widespread deployment of facial recognition-based biometric systems has made facial
presentation attack detection (face anti-spoofing) an increasingly critical issue. This survey …

Domain generalization via shuffled style assembly for face anti-spoofing

Z Wang, Z Wang, Z Yu, W Deng, J Li… - Proceedings of the …, 2022 - openaccess.thecvf.com
With diverse presentation attacks emerging continually, generalizable face anti-spoofing
(FAS) has drawn growing attention. Most existing methods implement domain generalization …

Instance-aware domain generalization for face anti-spoofing

Q Zhou, KY Zhang, T Yao, X Lu, R Yi… - Proceedings of the …, 2023 - openaccess.thecvf.com
Face anti-spoofing (FAS) based on domain generalization (DG) has been recently studied to
improve the generalization on unseen scenarios. Previous methods typically rely on domain …

Single-side domain generalization for face anti-spoofing

Y Jia, J Zhang, S Shan, X Chen - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
Existing domain generalization methods for face anti-spoofing endeavor to extract common
differentiation features to improve the generalization. However, due to large distribution …

Multi-adversarial discriminative deep domain generalization for face presentation attack detection

R Shao, X Lan, J Li, PC Yuen - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
Face presentation attacks have become an increasingly critical issue in the face recognition
community. Many face anti-spoofing methods have been proposed, but they cannot …

Generative domain adaptation for face anti-spoofing

Q Zhou, KY Zhang, T Yao, R Yi, K Sheng… - … on Computer Vision, 2022 - Springer
Face anti-spoofing (FAS) approaches based on unsupervised domain adaption (UDA) have
drawn growing attention due to promising performances for target scenarios. Most existing …

Face spoofing detection using colour texture analysis

Z Boulkenafet, J Komulainen… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Research on non-intrusive software-based face spoofing detection schemes has been
mainly focused on the analysis of the luminance information of the face images, hence …

Face spoof detection with image distortion analysis

D Wen, H Han, AK Jain - IEEE Transactions on Information …, 2015 - ieeexplore.ieee.org
Automatic face recognition is now widely used in applications ranging from deduplication of
identity to authentication of mobile payment. This popularity of face recognition has raised …

Face anti-spoofing based on color texture analysis

Z Boulkenafet, J Komulainen… - 2015 IEEE international …, 2015 - ieeexplore.ieee.org
Research on face spoofing detection has mainly been focused on analyzing the luminance
of the face images, hence discarding the chrominance information which can be useful for …